no code implementations • 21 Jan 2024 • Kiyoon Kim, Shreyank N Gowda, Panagiotis Eustratiadis, Antreas Antoniou, Robert B Fisher
More precisely, we created dataset splits of HMDB-51 or UCF-101 for training, and Kinetics-400 for testing, using the subset of the classes that are overlapping in both train and test datasets.
2 code implementations • 10 Oct 2022 • Kiyoon Kim, Davide Moltisanti, Oisin Mac Aodha, Laura Sevilla-Lara
In practice, a given video can contain multiple valid positive annotations for the same action.
1 code implementation • 25 Jan 2022 • Kiyoon Kim, Shreyank N Gowda, Oisin Mac Aodha, Laura Sevilla-Lara
We address the problem of capturing temporal information for video classification in 2D networks, without increasing their computational cost.
1 code implementation • 27 Jul 2021 • Shreyank N Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach
We benchmark several recent approaches on the proposed True Zero-Shot(TruZe) Split for UCF101 and HMDB51, with zero-shot and generalized zero-shot evaluation.
no code implementations • 3 Aug 2017 • Michael S. Ryoo, Kiyoon Kim, Hyun Jong Yang
This paper presents an approach for recognizing human activities from extreme low resolution (e. g., 16x12) videos.